An unsupervised approach for traffic trace sanitization based on the entropy spaces

The accuracy and reliability of an anomaly-based
network intrusion detection system are dependent on the
quality of data used to build a normal behavior profile. However,
obtaining these datasets is not trivial due to privacy,
obsolescence, and suitability issues. This paper presents an
approac...